Overview
Brought to you by YData
Dataset statistics
| Number of variables | 10 |
|---|---|
| Number of observations | 499 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 29.5 KiB |
| Average record size in memory | 60.5 B |
Variable types
| Numeric | 7 |
|---|---|
| Categorical | 3 |
Ordenes_Correctivo is highly overall correlated with Total_Ordenes | High correlation |
Ordenes_Preventivo is highly overall correlated with Total_Ordenes | High correlation |
Total_Ordenes is highly overall correlated with Ordenes_Correctivo and 1 other fields | High correlation |
ID_Equipo is uniformly distributed | Uniform |
ID_Equipo has unique values | Unique |
Reproduction
| Analysis started | 2025-02-21 09:23:05.532989 |
|---|---|
| Analysis finished | 2025-02-21 09:23:17.963453 |
| Duration | 12.43 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
ID_Equipo
Real number (ℝ)
Uniform  Unique 
| Distinct | 499 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250 |
| Minimum | 1 |
|---|---|
| Maximum | 499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 25.9 |
| Q1 | 125.5 |
| median | 250 |
| Q3 | 374.5 |
| 95-th percentile | 474.1 |
| Maximum | 499 |
| Range | 498 |
| Interquartile range (IQR) | 249 |
Descriptive statistics
| Standard deviation | 144.19316 |
|---|---|
| Coefficient of variation (CV) | 0.57677263 |
| Kurtosis | -1.2 |
| Mean | 250 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 0 |
| Sum | 124750 |
| Variance | 20791.667 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.2% |
| 329 | 1 | 0.2% |
| 342 | 1 | 0.2% |
| 341 | 1 | 0.2% |
| 340 | 1 | 0.2% |
| 339 | 1 | 0.2% |
| 338 | 1 | 0.2% |
| 337 | 1 | 0.2% |
| 336 | 1 | 0.2% |
| 335 | 1 | 0.2% |
| Other values (489) | 489 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 499 | 1 | |
| 498 | 1 | |
| 497 | 1 | |
| 496 | 1 | |
| 495 | 1 | |
| 494 | 1 | |
| 493 | 1 | |
| 492 | 1 | |
| 491 | 1 | |
| 490 | 1 |
Tipo_Equipo
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 831.0 B |
| Generador | |
|---|---|
| Transformador | |
| Compresor | |
| Motor |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 9.0561122 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Motor |
|---|---|
| 2nd row | Motor |
| 3rd row | Motor |
| 4th row | Transformador |
| 5th row | Compresor |
Common Values
| Value | Count | Frequency (%) |
| Generador | 135 | |
| Transformador | 125 | |
| Compresor | 121 | |
| Motor | 118 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| generador | 135 | |
| transformador | 125 | |
| compresor | 121 | |
| motor | 118 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1005 | |
| o | 863 | |
| e | 391 | 8.7% |
| a | 385 | 8.5% |
| n | 260 | 5.8% |
| d | 260 | 5.8% |
| s | 246 | 5.4% |
| m | 246 | 5.4% |
| G | 135 | 3.0% |
| T | 125 | 2.8% |
| Other values (5) | 603 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4519 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1005 | |
| o | 863 | |
| e | 391 | 8.7% |
| a | 385 | 8.5% |
| n | 260 | 5.8% |
| d | 260 | 5.8% |
| s | 246 | 5.4% |
| m | 246 | 5.4% |
| G | 135 | 3.0% |
| T | 125 | 2.8% |
| Other values (5) | 603 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4519 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1005 | |
| o | 863 | |
| e | 391 | 8.7% |
| a | 385 | 8.5% |
| n | 260 | 5.8% |
| d | 260 | 5.8% |
| s | 246 | 5.4% |
| m | 246 | 5.4% |
| G | 135 | 3.0% |
| T | 125 | 2.8% |
| Other values (5) | 603 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4519 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1005 | |
| o | 863 | |
| e | 391 | 8.7% |
| a | 385 | 8.5% |
| n | 260 | 5.8% |
| d | 260 | 5.8% |
| s | 246 | 5.4% |
| m | 246 | 5.4% |
| G | 135 | 3.0% |
| T | 125 | 2.8% |
| Other values (5) | 603 |
Fabricante
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 831.0 B |
| ABB | |
|---|---|
| Siemens | |
| GE | |
| Schneider |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 5.1823647 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Schneider |
|---|---|
| 2nd row | ABB |
| 3rd row | GE |
| 4th row | Siemens |
| 5th row | ABB |
Common Values
| Value | Count | Frequency (%) |
| ABB | 131 | |
| Siemens | 129 | |
| GE | 123 | |
| Schneider | 116 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| abb | 131 | |
| siemens | 129 | |
| ge | 123 | |
| schneider | 116 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 490 | |
| B | 262 | |
| S | 245 | |
| i | 245 | |
| n | 245 | |
| A | 131 | 5.1% |
| m | 129 | 5.0% |
| s | 129 | 5.0% |
| G | 123 | 4.8% |
| E | 123 | 4.8% |
| Other values (4) | 464 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2586 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 490 | |
| B | 262 | |
| S | 245 | |
| i | 245 | |
| n | 245 | |
| A | 131 | 5.1% |
| m | 129 | 5.0% |
| s | 129 | 5.0% |
| G | 123 | 4.8% |
| E | 123 | 4.8% |
| Other values (4) | 464 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2586 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 490 | |
| B | 262 | |
| S | 245 | |
| i | 245 | |
| n | 245 | |
| A | 131 | 5.1% |
| m | 129 | 5.0% |
| s | 129 | 5.0% |
| G | 123 | 4.8% |
| E | 123 | 4.8% |
| Other values (4) | 464 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2586 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 490 | |
| B | 262 | |
| S | 245 | |
| i | 245 | |
| n | 245 | |
| A | 131 | 5.1% |
| m | 129 | 5.0% |
| s | 129 | 5.0% |
| G | 123 | 4.8% |
| E | 123 | 4.8% |
| Other values (4) | 464 |
Modelo
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 831.0 B |
| Z300 | |
|---|---|
| Y200 | |
| X100 | |
| M400 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | X100 |
|---|---|
| 2nd row | Z300 |
| 3rd row | Y200 |
| 4th row | X100 |
| 5th row | Y200 |
Common Values
| Value | Count | Frequency (%) |
| Z300 | 141 | |
| Y200 | 126 | |
| X100 | 121 | |
| M400 | 111 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| z300 | 141 | |
| y200 | 126 | |
| x100 | 121 | |
| m400 | 111 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 998 | |
| Z | 141 | 7.1% |
| 3 | 141 | 7.1% |
| Y | 126 | 6.3% |
| 2 | 126 | 6.3% |
| X | 121 | 6.1% |
| 1 | 121 | 6.1% |
| M | 111 | 5.6% |
| 4 | 111 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1996 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 998 | |
| Z | 141 | 7.1% |
| 3 | 141 | 7.1% |
| Y | 126 | 6.3% |
| 2 | 126 | 6.3% |
| X | 121 | 6.1% |
| 1 | 121 | 6.1% |
| M | 111 | 5.6% |
| 4 | 111 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1996 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 998 | |
| Z | 141 | 7.1% |
| 3 | 141 | 7.1% |
| Y | 126 | 6.3% |
| 2 | 126 | 6.3% |
| X | 121 | 6.1% |
| 1 | 121 | 6.1% |
| M | 111 | 5.6% |
| 4 | 111 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1996 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 998 | |
| Z | 141 | 7.1% |
| 3 | 141 | 7.1% |
| Y | 126 | 6.3% |
| 2 | 126 | 6.3% |
| X | 121 | 6.1% |
| 1 | 121 | 6.1% |
| M | 111 | 5.6% |
| 4 | 111 | 5.6% |
Potencia_kW
Real number (ℝ)
| Distinct | 471 |
|---|---|
| Distinct (%) | 94.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2420.6553 |
| Minimum | -100 |
|---|---|
| Maximum | 4997 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 10 |
| Negative (%) | 2.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | -100 |
|---|---|
| 5-th percentile | 249.8 |
| Q1 | 1233 |
| median | 2406 |
| Q3 | 3563.5 |
| 95-th percentile | 4786.1 |
| Maximum | 4997 |
| Range | 5097 |
| Interquartile range (IQR) | 2330.5 |
Descriptive statistics
| Standard deviation | 1443.2171 |
|---|---|
| Coefficient of variation (CV) | 0.59620927 |
| Kurtosis | -1.1039458 |
| Mean | 2420.6553 |
| Median Absolute Deviation (MAD) | 1168 |
| Skewness | 0.054996689 |
| Sum | 1207907 |
| Variance | 2082875.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -100 | 10 | 2.0% |
| 562 | 3 | 0.6% |
| 799 | 2 | 0.4% |
| 1536 | 2 | 0.4% |
| 670 | 2 | 0.4% |
| 4948 | 2 | 0.4% |
| 3212 | 2 | 0.4% |
| 404 | 2 | 0.4% |
| 1514 | 2 | 0.4% |
| 4080 | 2 | 0.4% |
| Other values (461) | 470 |
| Value | Count | Frequency (%) |
| -100 | 10 | |
| 53 | 1 | 0.2% |
| 79 | 1 | 0.2% |
| 137 | 1 | 0.2% |
| 146 | 1 | 0.2% |
| 153 | 1 | 0.2% |
| 163 | 1 | 0.2% |
| 173 | 1 | 0.2% |
| 187 | 1 | 0.2% |
| 197 | 1 | 0.2% |
| Value | Count | Frequency (%) |
| 4997 | 1 | |
| 4993 | 1 | |
| 4992 | 1 | |
| 4974 | 1 | |
| 4948 | 2 | |
| 4947 | 1 | |
| 4945 | 1 | |
| 4930 | 1 | |
| 4929 | 1 | |
| 4914 | 1 |
Horas_Recomendadas_Revision
Real number (ℝ)
| Distinct | 489 |
|---|---|
| Distinct (%) | 98.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5225.1603 |
| Minimum | 525 |
|---|---|
| Maximum | 9993 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 525 |
|---|---|
| 5-th percentile | 855.5 |
| Q1 | 2896 |
| median | 5258 |
| Q3 | 7451.5 |
| 95-th percentile | 9478.4 |
| Maximum | 9993 |
| Range | 9468 |
| Interquartile range (IQR) | 4555.5 |
Descriptive statistics
| Standard deviation | 2744.958 |
|---|---|
| Coefficient of variation (CV) | 0.5253347 |
| Kurtosis | -1.1560925 |
| Mean | 5225.1603 |
| Median Absolute Deviation (MAD) | 2259 |
| Skewness | -0.029294541 |
| Sum | 2607355 |
| Variance | 7534794.5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 655 | 2 | 0.4% |
| 1783 | 2 | 0.4% |
| 2270 | 2 | 0.4% |
| 8101 | 2 | 0.4% |
| 2386 | 2 | 0.4% |
| 9026 | 2 | 0.4% |
| 1717 | 2 | 0.4% |
| 6992 | 2 | 0.4% |
| 5938 | 2 | 0.4% |
| 1534 | 2 | 0.4% |
| Other values (479) | 479 |
| Value | Count | Frequency (%) |
| 525 | 1 | |
| 549 | 1 | |
| 564 | 1 | |
| 572 | 1 | |
| 585 | 1 | |
| 618 | 1 | |
| 654 | 1 | |
| 655 | 2 | |
| 661 | 1 | |
| 663 | 1 |
| Value | Count | Frequency (%) |
| 9993 | 1 | |
| 9933 | 1 | |
| 9926 | 1 | |
| 9921 | 1 | |
| 9916 | 1 | |
| 9909 | 1 | |
| 9881 | 1 | |
| 9851 | 1 | |
| 9836 | 1 | |
| 9829 | 1 |
Total_Ordenes
Real number (ℝ)
High correlation 
| Distinct | 29 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.93988 |
| Minimum | 7 |
|---|---|
| Maximum | 36 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 17 |
| median | 20 |
| Q3 | 23 |
| 95-th percentile | 28 |
| Maximum | 36 |
| Range | 29 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.5654975 |
|---|---|
| Coefficient of variation (CV) | 0.22896314 |
| Kurtosis | 0.068828658 |
| Mean | 19.93988 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.31398371 |
| Sum | 9950 |
| Variance | 20.843768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 47 | 9.4% |
| 19 | 43 | 8.6% |
| 21 | 39 | 7.8% |
| 20 | 37 | 7.4% |
| 17 | 37 | 7.4% |
| 16 | 36 | 7.2% |
| 24 | 36 | 7.2% |
| 23 | 35 | 7.0% |
| 15 | 34 | 6.8% |
| 22 | 29 | 5.8% |
| Other values (19) | 126 |
| Value | Count | Frequency (%) |
| 7 | 1 | 0.2% |
| 8 | 1 | 0.2% |
| 9 | 1 | 0.2% |
| 10 | 1 | 0.2% |
| 11 | 5 | 1.0% |
| 12 | 10 | 2.0% |
| 13 | 12 | 2.4% |
| 14 | 19 | |
| 15 | 34 | |
| 16 | 36 |
| Value | Count | Frequency (%) |
| 36 | 1 | 0.2% |
| 34 | 1 | 0.2% |
| 33 | 1 | 0.2% |
| 32 | 2 | 0.4% |
| 31 | 3 | 0.6% |
| 30 | 6 | 1.2% |
| 29 | 6 | 1.2% |
| 28 | 7 | |
| 27 | 12 | |
| 26 | 16 |
Ordenes_Correctivo
Real number (ℝ)
High correlation 
| Distinct | 20 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.138277 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 15.1 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.2608974 |
|---|---|
| Coefficient of variation (CV) | 0.32164218 |
| Kurtosis | -0.0018880075 |
| Mean | 10.138277 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.27670445 |
| Sum | 5059 |
| Variance | 10.633452 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 59 | |
| 9 | 56 | |
| 11 | 56 | |
| 8 | 52 | |
| 12 | 49 | |
| 7 | 44 | |
| 13 | 41 | |
| 14 | 34 | |
| 6 | 28 | |
| 5 | 22 | 4.4% |
| Other values (10) | 58 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.2% |
| 3 | 1 | 0.2% |
| 4 | 14 | 2.8% |
| 5 | 22 | 4.4% |
| 6 | 28 | |
| 7 | 44 | |
| 8 | 52 | |
| 9 | 56 | |
| 10 | 59 | |
| 11 | 56 |
| Value | Count | Frequency (%) |
| 21 | 1 | 0.2% |
| 20 | 2 | 0.4% |
| 19 | 3 | 0.6% |
| 18 | 3 | 0.6% |
| 17 | 7 | 1.4% |
| 16 | 9 | 1.8% |
| 15 | 17 | 3.4% |
| 14 | 34 | |
| 13 | 41 | |
| 12 | 49 |
Ordenes_Preventivo
Real number (ℝ)
High correlation 
| Distinct | 19 |
|---|---|
| Distinct (%) | 3.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.8016032 |
| Minimum | 2 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 8 |
| median | 10 |
| Q3 | 12 |
| 95-th percentile | 15 |
| Maximum | 23 |
| Range | 21 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.1949253 |
|---|---|
| Coefficient of variation (CV) | 0.32595946 |
| Kurtosis | 0.3073908 |
| Mean | 9.8016032 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.26313678 |
| Sum | 4891 |
| Variance | 10.207548 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 72 | |
| 11 | 66 | |
| 9 | 54 | |
| 12 | 51 | |
| 8 | 50 | |
| 6 | 37 | |
| 7 | 36 | |
| 13 | 30 | |
| 5 | 26 | 5.2% |
| 14 | 22 | 4.4% |
| Other values (9) | 55 |
| Value | Count | Frequency (%) |
| 2 | 3 | 0.6% |
| 3 | 4 | 0.8% |
| 4 | 13 | 2.6% |
| 5 | 26 | 5.2% |
| 6 | 37 | |
| 7 | 36 | |
| 8 | 50 | |
| 9 | 54 | |
| 10 | 72 | |
| 11 | 66 |
| Value | Count | Frequency (%) |
| 23 | 1 | 0.2% |
| 19 | 1 | 0.2% |
| 18 | 5 | 1.0% |
| 17 | 6 | 1.2% |
| 16 | 11 | 2.2% |
| 15 | 11 | 2.2% |
| 14 | 22 | 4.4% |
| 13 | 30 | |
| 12 | 51 | |
| 11 | 66 |
Vida_util_estimada
Real number (ℝ)
| Distinct | 487 |
|---|---|
| Distinct (%) | 97.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94637.06 |
| Minimum | 70524 |
|---|---|
| Maximum | 99982 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 4.0 KiB |
Quantile statistics
| Minimum | 70524 |
|---|---|
| 5-th percentile | 85025.1 |
| Q1 | 92276 |
| median | 96218 |
| Q3 | 98421 |
| 95-th percentile | 99751.9 |
| Maximum | 99982 |
| Range | 29458 |
| Interquartile range (IQR) | 6145 |
Descriptive statistics
| Standard deviation | 5040.6204 |
|---|---|
| Coefficient of variation (CV) | 0.053262648 |
| Kurtosis | 3.5753992 |
| Mean | 94637.06 |
| Median Absolute Deviation (MAD) | 2777 |
| Skewness | -1.6436326 |
| Sum | 47223893 |
| Variance | 25407854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99333 | 2 | 0.4% |
| 94216 | 2 | 0.4% |
| 89711 | 2 | 0.4% |
| 99935 | 2 | 0.4% |
| 86426 | 2 | 0.4% |
| 93986 | 2 | 0.4% |
| 99079 | 2 | 0.4% |
| 98035 | 2 | 0.4% |
| 99861 | 2 | 0.4% |
| 94122 | 2 | 0.4% |
| Other values (477) | 479 |
| Value | Count | Frequency (%) |
| 70524 | 1 | |
| 70889 | 1 | |
| 71579 | 1 | |
| 72510 | 1 | |
| 75876 | 1 | |
| 77730 | 1 | |
| 78763 | 1 | |
| 79409 | 1 | |
| 79443 | 1 | |
| 79794 | 1 |
| Value | Count | Frequency (%) |
| 99982 | 1 | |
| 99939 | 1 | |
| 99935 | 2 | |
| 99933 | 1 | |
| 99905 | 1 | |
| 99898 | 1 | |
| 99890 | 1 | |
| 99881 | 1 | |
| 99874 | 1 | |
| 99872 | 1 |
Interactions
Correlations
| Fabricante | Horas_Recomendadas_Revision | ID_Equipo | Modelo | Ordenes_Correctivo | Ordenes_Preventivo | Potencia_kW | Tipo_Equipo | Total_Ordenes | Vida_util_estimada | |
|---|---|---|---|---|---|---|---|---|---|---|
| Fabricante | 1.000 | 0.060 | 0.087 | 0.032 | 0.000 | 0.080 | 0.035 | 0.076 | 0.000 | 0.065 |
| Horas_Recomendadas_Revision | 0.060 | 1.000 | 0.016 | 0.000 | 0.006 | 0.005 | 0.083 | 0.000 | 0.013 | -0.040 |
| ID_Equipo | 0.087 | 0.016 | 1.000 | 0.051 | -0.012 | 0.013 | 0.004 | 0.000 | 0.009 | -0.065 |
| Modelo | 0.032 | 0.000 | 0.051 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.018 | 0.096 |
| Ordenes_Correctivo | 0.000 | 0.006 | -0.012 | 0.000 | 1.000 | 0.001 | -0.052 | 0.000 | 0.698 | 0.003 |
| Ordenes_Preventivo | 0.080 | 0.005 | 0.013 | 0.000 | 0.001 | 1.000 | 0.004 | 0.070 | 0.684 | 0.046 |
| Potencia_kW | 0.035 | 0.083 | 0.004 | 0.000 | -0.052 | 0.004 | 1.000 | 0.000 | -0.041 | -0.056 |
| Tipo_Equipo | 0.076 | 0.000 | 0.000 | 0.000 | 0.000 | 0.070 | 0.000 | 1.000 | 0.000 | 0.000 |
| Total_Ordenes | 0.000 | 0.013 | 0.009 | 0.018 | 0.698 | 0.684 | -0.041 | 0.000 | 1.000 | 0.020 |
| Vida_util_estimada | 0.065 | -0.040 | -0.065 | 0.096 | 0.003 | 0.046 | -0.056 | 0.000 | 0.020 | 1.000 |
Missing values
Sample
| ID_Equipo | Tipo_Equipo | Fabricante | Modelo | Potencia_kW | Horas_Recomendadas_Revision | Total_Ordenes | Ordenes_Correctivo | Ordenes_Preventivo | Vida_util_estimada | |
|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Motor | Schneider | X100 | 1009 | 9656 | 20 | 10 | 10 | 92645.0 |
| 1 | 2 | Motor | ABB | Z300 | 1220 | 2165 | 13 | 7 | 6 | 91899.0 |
| 2 | 3 | Motor | GE | Y200 | 3733 | 6674 | 16 | 10 | 6 | 97734.0 |
| 3 | 4 | Transformador | Siemens | X100 | 662 | 1480 | 20 | 12 | 8 | 93640.0 |
| 4 | 5 | Compresor | ABB | Y200 | 982 | 4282 | 17 | 10 | 7 | 99898.0 |
| 5 | 6 | Compresor | GE | Z300 | 4426 | 8747 | 24 | 13 | 11 | 84467.0 |
| 6 | 7 | Transformador | ABB | Y200 | 1830 | 1238 | 11 | 5 | 6 | 93947.0 |
| 7 | 8 | Transformador | GE | Y200 | 532 | 3846 | 27 | 16 | 11 | 93045.0 |
| 8 | 9 | Compresor | ABB | X100 | 3484 | 9688 | 16 | 12 | 4 | 79443.0 |
| 9 | 10 | Compresor | Schneider | M400 | 3227 | 5305 | 18 | 10 | 8 | 98758.0 |
| ID_Equipo | Tipo_Equipo | Fabricante | Modelo | Potencia_kW | Horas_Recomendadas_Revision | Total_Ordenes | Ordenes_Correctivo | Ordenes_Preventivo | Vida_util_estimada | |
|---|---|---|---|---|---|---|---|---|---|---|
| 489 | 490 | Transformador | Siemens | X100 | -100 | 5118 | 14 | 4 | 10 | 92265.0 |
| 490 | 491 | Transformador | Siemens | Z300 | 3507 | 5258 | 19 | 13 | 6 | 95653.0 |
| 491 | 492 | Generador | Schneider | M400 | 250 | 3083 | 22 | 14 | 8 | 94216.0 |
| 492 | 493 | Transformador | Siemens | Z300 | 2889 | 7172 | 18 | 9 | 9 | 99027.0 |
| 493 | 494 | Transformador | GE | Z300 | 187 | 5331 | 15 | 8 | 7 | 94081.0 |
| 494 | 495 | Compresor | Schneider | Y200 | 4383 | 6188 | 23 | 12 | 11 | 98566.0 |
| 495 | 496 | Motor | Siemens | X100 | 3617 | 5594 | 21 | 10 | 11 | 90614.0 |
| 496 | 497 | Generador | Schneider | Y200 | 548 | 8614 | 22 | 11 | 11 | 96443.0 |
| 497 | 498 | Motor | Schneider | M400 | 2602 | 5874 | 21 | 10 | 11 | 91463.0 |
| 498 | 499 | Motor | ABB | M400 | 877 | 6907 | 15 | 4 | 11 | 98945.0 |